Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9178571 0.7436508
bt 0.9039683 0.7309524
maxnet 0.9075397 0.7452381
gam 0.9031746 0.7452381
glm 0.8551587 0.6341270

Variable Importance

Partial Dependence